Triple

T16304177
Position Surface form Disambiguated ID Type / Status
Subject Love Songs 4 the Streets 2 E395864 entity
Predicate producer P490 FINISHED
Object Chopsquad DJ
Chopsquad DJ is an American record producer and DJ known for his work in hip-hop and trap, frequently collaborating with prominent Chicago drill and mainstream rap artists.
E1206258 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Chopsquad DJ | Statement: [Love Songs 4 the Streets 2, producer, Chopsquad DJ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chopsquad DJ
Context triple: [Love Songs 4 the Streets 2, producer, Chopsquad DJ]
  • A. Go D.J.
    "Go D.J." is a popular single by American rapper Lil Wayne, best known for its catchy Mannie Fresh-produced beat and its role in boosting Wayne’s mainstream prominence.
  • B. Chopmaster J
    Chopmaster J is an American hip hop producer and DJ best known as a founding member of the rap group Digital Underground.
  • C. Great DJ
    "Great DJ" is an indie pop song by English duo The Ting Tings, known for its catchy, repetitive chorus and prominent use of percussion.
  • D. Kill Da DJ
    "Kill Da DJ" is a notable track from Nicki Minaj’s mixtape *Beam Me Up Scotty*, recognized for its aggressive delivery and braggadocious lyrics.
  • E. Mr. DJ
    Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Chopsquad DJ
Triple: [Love Songs 4 the Streets 2, producer, Chopsquad DJ]
Generated description
Chopsquad DJ is an American record producer and DJ known for his work in hip-hop and trap, frequently collaborating with prominent Chicago drill and mainstream rap artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chopsquad DJ
Target entity description: Chopsquad DJ is an American record producer and DJ known for his work in hip-hop and trap, frequently collaborating with prominent Chicago drill and mainstream rap artists.
  • A. Go D.J.
    "Go D.J." is a popular single by American rapper Lil Wayne, best known for its catchy Mannie Fresh-produced beat and its role in boosting Wayne’s mainstream prominence.
  • B. Chopmaster J
    Chopmaster J is an American hip hop producer and DJ best known as a founding member of the rap group Digital Underground.
  • C. Great DJ
    "Great DJ" is an indie pop song by English duo The Ting Tings, known for its catchy, repetitive chorus and prominent use of percussion.
  • D. Kill Da DJ
    "Kill Da DJ" is a notable track from Nicki Minaj’s mixtape *Beam Me Up Scotty*, recognized for its aggressive delivery and braggadocious lyrics.
  • E. Mr. DJ
    Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288d42f1c81908a6869244d727e99 completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001fa16e3c81908a92225b5b57d711 completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a00219696dc8190bcce66c1eeb07561 completed May 10, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_6a002221fe7c819083c8ede5e63b0908 completed May 10, 2026, 6:13 a.m.
Created at: April 10, 2026, 5:06 a.m.